Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc
rf 0.9926255
bt 0.9038944
maxnet 0.8767874
gam 0.8014086
glm 0.7884825

Variable Importance